Cheng-lin Liu
40 papers · 2015–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (80) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Dynamic Duo
(21)
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Topic Evolution
π§
Keyword Pioneer
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Prolific
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(182)
Venues
Top co-authors
Research topics
Deep Learning
(24)
Machine Learning
(23)
Learning Types Β· Machine Learning
(17)
Artificial Intelligence
(16)
Computer Vision
(16)
Core AI
(14)
Architectures
(11)
Core Methods
(10)
Learning Types Β· Deep Learning
(10)
Analysis
(9)
Application Areas
(7)
Processing
(7)
Natural Language Processing
(6)
Domain-Specific
(5)
Applications
(4)
Keywords
multimodal learning
(7)
mathematical reasoning
(4)
graph neural network
(4)
benchmark evaluation
(4)
image classification
(4)
large language model
(4)
continual learning
(3)
knowledge distillation
(3)
neural network
(3)
out-of-distribution detection
(3)
catastrophic forgetting
(3)
geometry problem solving
(3)
scene text detection
(2)
instruction tuning
(2)
visual reasoning
(2)
vision transformer
(2)
instance segmentation
(2)
document analysis
(2)
confidence calibration
(2)
semantic segmentation
(2)
Papers
End-to-End Hyper-Relational Information Extraction for Engineering Diagrams via Dynamically Tokenized Relation Transformer
CVPR 2026
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
ACL 2026
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models
COLING 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning
CVPR 2025
Federated Continual Instruction Tuning
ICCV 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model
ACL 2025
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
ACL 2025
ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt
EMNLP 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts
CVPR 2025
Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information
AAAI 2025
Active Generalized Category Discovery
CVPR 2024
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving
ACL 2024
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
NeurIPS 2024
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem
ACL 2024
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
NeurIPS 2024
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
ECCV 2024
RCL: Reliable Continual Learning for Unified Failure Detection
CVPR 2024
Sequential Transformer for End-to-End Video Text Detection
WACV 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation
CVPR 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models
ECCV 2024
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram
IJCAI 2023
OpenMix: Exploring Outlier Samples for Misclassification Detection
CVPR 2023
Social Relation Reasoning Based on Triangular Constraints
AAAI 2023
Visual Traffic Knowledge Graph Generation from Scene Images
ICCV 2023
Plane Geometry Diagram Parsing
IJCAI 2022
Rethinking Confidence Calibration for Failure Prediction
ECCV 2022
Class-Incremental Learning via Dual Augmentation
NeurIPS 2021
Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition
AAAI 2021
Prototype Augmentation and Self-Supervision for Incremental Learning
CVPR 2021
Proxy Graph Matching with Proximal Matching Networks
AAAI 2021
Semantic-Aware Video Text Detection
CVPR 2021
Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation
CVPR 2019
Data-Distortion Guided Self-Distillation for Deep Neural Networks
AAAI 2019
TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting
ICCV 2019
Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks
IJCAI 2018
Practical Block-Wise Neural Network Architecture Generation
CVPR 2018
Robust Classification With Convolutional Prototype Learning
CVPR 2018
Deep Direct Regression for Multi-Oriented Scene Text Detection
ICCV 2017
Diverse Neuron Type Selection for Convolutional Neural Networks
IJCAI 2017
Task-Driven Feature Pooling for Image Classification
ICCV 2015